Testing
Kobiton positions itself as an AI-powered alternative to traditional mobile device clouds. Beyond Appium support, it offers scriptless AI testing and AI-assisted test creation — useful for teams that want automation without deep programming expertise. This tutorial covers both Kobiton's standard Appium integration and its AI-driven testing capabilities. What
Testing
AWS Device Farm runs your mobile tests on real Android and iOS devices managed by Amazon. If you're already on AWS, the integration with CodePipeline, CodeBuild, and your existing IAM setup makes it a natural choice. This tutorial walks through running Appium tests on Device Farm — from packaging
Testing
SOC 2 is a voluntary standard, but if you sell software to enterprises, you'll be asked for your SOC 2 report. What many teams discover too late is that SOC 2 isn't just a policy document — it requires demonstrable, tested controls with evidence. This guide covers
Testing
If your application processes, stores, or transmits cardholder data, PCI-DSS (Payment Card Industry Data Security Standard) applies to you. And unlike some compliance frameworks, PCI-DSS has explicit, mandatory testing requirements — not suggestions. This checklist covers the testing requirements developers and engineering teams are responsible for in PCI-DSS v4.0. What
Testing
If your application touches protected health information, HIPAA compliance isn't optional — and "we think it's secure" isn't compliance. HIPAA requires demonstrable, documented verification of specific security controls. That means testing. This guide covers what HIPAA requires, what you need to test, and
Testing
FDA software validation is one of the most rigorous testing requirements in any industry. Unlike general software quality practices, FDA validation for medical devices creates legal liability — insufficient validation is a regulatory violation that can result in Warning Letters, consent decrees, and market recalls. This guide covers what FDA software
Testing
GDPR fines aren't hypothetical. By 2025, EU data protection authorities had issued over €4 billion in total fines, with individual penalties reaching hundreds of millions for major violations. The regulation has teeth. For engineering teams, GDPR is often treated as a legal problem. It's not — it&
Testing
Compliance testing in regulated industries — healthcare, finance, payment processing, government — is traditionally a manual, periodic exercise. Security auditors show up annually, run through checklists, and issue findings. Between audits, controls drift. Continuous compliance testing flips this model. Instead of point-in-time verification, automated tests verify controls continuously. When a control fails,
Testing
Technical debt is a familiar concept: shortcuts taken today that create extra work tomorrow. Testing technical debt is the same idea applied specifically to your test suite — and it's often more damaging than the code debt it sits beside. When code has technical debt, it's hard
Testing
Most teams know test automation saves money. Few can prove it. When a VP asks "what's the ROI on our automation investment?", "it reduces regression bugs" is not an answer. This guide gives you the actual formulas, the realistic numbers, and the methodology to
Testing
A bug found in requirements costs $1 to fix. The same bug found in production costs $100. This 100:1 ratio — often attributed to IBM's Systems Sciences Institute — is the entire financial case for shift-left testing. But most engineering teams don't think about quality investments in
Testing
QA automation is one of the clearest engineering investments with documented ROI. Yet many teams struggle to get budget approved. The reason isn't that the math doesn't work — it does. The reason is that engineering teams present automation as a technical decision when decision-makers need to